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Documentation Index

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Documentation

LangChain is the platform for agent engineering. AI teams at Clay, Rippling, Cloudflare, Workday, and more trust LangChain’s products to engineer reliable agents.

LangSmith

LangSmith is a platform that helps AI teams use live production data for continuous testing and improvement. LangSmith provides:
https://mintcdn.com/langchain-5e9cc07a-preview-change-1779831223-d853e2d/SuXbMbEyyHW03SUO/images/brand/observability-icon-dark.png?fit=max&auto=format&n=SuXbMbEyyHW03SUO&q=85&s=f3943e3918b72bb1cb5400adf4c97df8

Observability

See exactly how your agent thinks and acts with detailed tracing and aggregate trend metrics.

Engine (Beta)

Automatically detect and resolve recurring issues in your tracing projects.
https://mintcdn.com/langchain-5e9cc07a-preview-change-1779831223-d853e2d/SuXbMbEyyHW03SUO/images/brand/evaluation-icon-dark.png?fit=max&auto=format&n=SuXbMbEyyHW03SUO&q=85&s=9b3835fdbfa867bd83506e74887af669

Evaluation

Test and score agent behavior on production data or offline datasets to continuously improve performance.
https://mintcdn.com/langchain-5e9cc07a-preview-change-1779831223-d853e2d/SuXbMbEyyHW03SUO/images/brand/prompt-engineering-icon.png?fit=max&auto=format&n=SuXbMbEyyHW03SUO&q=85&s=97fead7877d577a412793275c037fcc5

Prompt Engineering

Iterate on prompts with version control, prompt optimization, and collaboration features.
https://mintcdn.com/langchain-5e9cc07a-preview-change-1779831223-d853e2d/SuXbMbEyyHW03SUO/images/brand/deployment-icon-dark.png?fit=max&auto=format&n=SuXbMbEyyHW03SUO&q=85&s=83ddae75e280e476c3bcf7deb05f85de

Deployment

Ship your agent in one click, using scalable infrastructure built for long-running tasks.

LLM Gateway (Private beta)

Proxy LLM calls to enforce spend limits, redact sensitive data, and centrally manage provider credentials.
LangSmith meets the highest standards of data security and privacy with HIPAA, SOC 2 Type 2, and GDPR compliance. Meet with our team to learn more or visit our Trust Center.

LangSmith Fleet

https://mintcdn.com/langchain-5e9cc07a-preview-change-1779831223-d853e2d/SuXbMbEyyHW03SUO/images/brand/fleet-icon-dark.png?fit=max&auto=format&n=SuXbMbEyyHW03SUO&q=85&s=7b64cfdd6fdd56eca8edcd77e0f01599

Fleet

Create helpful AI agents without code. Start from a template, connect your accounts, and let the agent handle routine work while you stay in control.

Open source agent frameworks

https://mintcdn.com/langchain-5e9cc07a-preview-change-1779831223-d853e2d/SuXbMbEyyHW03SUO/images/brand/deep-agents-icon.png?fit=max&auto=format&n=SuXbMbEyyHW03SUO&q=85&s=a95c00c708df795ebc61ac81277b24d0

Deep Agents (Python)

Quickly build agents that can tackle any task.
https://mintcdn.com/langchain-5e9cc07a-preview-change-1779831223-d853e2d/SuXbMbEyyHW03SUO/images/brand/langchain-icon.png?fit=max&auto=format&n=SuXbMbEyyHW03SUO&q=85&s=db294cbe1a0a2ca80301a4f38a51665e

LangChain (Python)

Customize the building blocks of your agents.
https://mintcdn.com/langchain-5e9cc07a-preview-change-1779831223-d853e2d/SuXbMbEyyHW03SUO/images/brand/langgraph-icon.png?fit=max&auto=format&n=SuXbMbEyyHW03SUO&q=85&s=885aacec77540e82b5da8b63b24e6903

LangGraph (Python)

Control every step of your custom agent with low-level orchestration, memory, and human-in-the-loop support.

Get started

Build your first agent with LangChain

Sign up for LangSmith

Build an advanced agent with LangGraph

Enroll in LangChain Academy

Additional resources

Community forum

Ask questions, share solutions, and discuss best practices.

Community Slack

Connect with other builders and get quick help.

Support portal

Submit tickets and track support requests.

LangSmith status

Real-time status of LangSmith services and APIs.